Core Equity Analysis
Core Equity Analysis
Data on this page was last updated on May 18, 2023
Expectations
Expectations are all about trying to identify future expectations of a particular asset.
A practitioner needs to confirm the expectations with a trend following model and risk management rules. It should not be viewed in a vacuum, and external forces should always be considered.
Long-term (CAPM) Expectations
Running the traditional CAPM model sets the framework for analyzing a multi-factor regression model. It also helps to understand the academic world’s perspective on the asset class. I would not put too much weight on these statistics unless you are a pension fund with very long-term investment horizons. Most of us are not and need to adjust our expectations for both the business cycle and economic factors.
Return | Std Dev | Sharpe | Beta | |
---|---|---|---|---|
Factor - Min Vol | 11.7% | 0.1416 | 0.6703 | 0.729 |
Style - Large Value | 11.22% | 0.1702 | 0.5303 | 0.878 |
Factor - Quality | 11.52% | 0.1789 | 0.5210 | 0.967 |
Factor - Momentum | 11.92% | 0.1951 | 0.4977 | 0.983 |
Factor - High Dividend | 9.38% | 0.1529 | 0.4721 | 0.723 |
Factor - Size | 10.52% | 0.1804 | 0.4619 | 0.922 |
Style - Large Growth | 10.15% | 0.2010 | 0.3967 | 0.988 |
Style - Large Blend | 9.25% | 0.1921 | 0.3693 | 0.970 |
Bechmark (Wilshire 5k) | 8.29% | 0.1807 | 0.3403 | 1.000 |
Factor - Value | 8.58% | 0.1917 | 0.3356 | 0.972 |
Factor - Dividend | 8.7% | 0.1998 | 0.3278 | 0.897 |
Style - Mid Core | 9.04% | 0.2190 | 0.3144 | 1.047 |
Style - Small Core | 9.32% | 0.2339 | 0.3061 | 1.071 |
Style - Mid Growth | 8.92% | 0.2322 | 0.2914 | 1.080 |
Style - Small Growth | 8.69% | 0.2352 | 0.2782 | 1.127 |
Style - Mid Value | 8.1% | 0.2229 | 0.2675 | 1.033 |
Style - Small Value | 8.36% | 0.2347 | 0.2650 | 1.114 |
Europe, Australia, Asia, Far East | 6.34% | 0.1701 | 0.2490 | 0.825 |
Index - S&P 500 Index | 6.79% | 0.1950 | 0.2402 | 0.968 |
Index - NASDAQ | 8.73% | 0.2770 | 0.2376 | 1.185 |
Emerging Markets | 8.38% | 0.2816 | 0.2214 | 1.200 |
Total International Stock ETF | 5.15% | 0.1682 | 0.1827 | 0.819 |
Sector - Real Estate | 7.2% | 0.2988 | 0.1699 | 1.175 |
Index - Russell 2k | 5.63% | 0.2545 | 0.1391 | 1.169 |
MSCI Pacific | 4.29% | 0.1656 | 0.1346 | 0.730 |
Developed Markets | 2.8% | 0.2256 | 0.0341 | 0.956 |
Business Cycle Expectations
The first step to estimating proper expectations is to understand the performance metrics filtered by our six business cycle stages. Core equities are sensitive to inflation expectations, growth, and credit risk; which often correlate to the business cycle.
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - Momentum | -16.1% | 0.5732 | -0.3098 |
Emerging Markets | -17.17% | 0.5481 | -0.3432 |
Factor - Quality | -23.35% | 0.5535 | -0.4492 |
Style - Small Core | -13.87% | 0.3285 | -0.4741 |
Style - Mid Core | -13.94% | 0.3237 | -0.4833 |
Index - Russell 2k | -16.7% | 0.3525 | -0.5205 |
Index - NASDAQ | -20.81% | 0.4186 | -0.5347 |
Style - Large Growth | -19.2% | 0.3566 | -0.5833 |
Index - S&P 500 Index | -16.77% | 0.3018 | -0.6102 |
Bechmark (Wilshire 5k) | -17.72% | 0.3033 | -0.6379 |
Factor - Min Vol | -33.6% | 0.5206 | -0.6707 |
Factor - Size | -40.4% | 0.6155 | -0.6755 |
Style - Small Growth | -26.11% | 0.4025 | -0.6850 |
Style - Mid Growth | -26.43% | 0.4048 | -0.6888 |
Factor - High Dividend | -38.1% | 0.5628 | -0.6988 |
Sector - Real Estate | -41.88% | 0.6128 | -0.7022 |
Style - Large Blend | -24.72% | 0.3670 | -0.7142 |
Factor - Dividend | -27.8% | 0.3897 | -0.7499 |
MSCI Pacific | -34.47% | 0.4475 | -0.7993 |
Style - Large Value | -46.31% | 0.5757 | -0.8229 |
Factor - Value | -52.06% | 0.6318 | -0.8391 |
Style - Small Value | -35.64% | 0.4334 | -0.8518 |
Style - Mid Value | -35.05% | 0.4064 | -0.8940 |
Total International Stock ETF | -43.33% | 0.4904 | -0.9065 |
Developed Markets | -36.41% | 0.4135 | -0.9111 |
Europe, Australia, Asia, Far East | -44.89% | 0.5000 | -0.9196 |
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - Size | 52.81% | 0.1778 | 2.8013 |
Total International Stock ETF | 42.4% | 0.1611 | 2.4570 |
Factor - Quality | 42.7% | 0.1658 | 2.4051 |
Europe, Australia, Asia, Far East | 40.37% | 0.1661 | 2.2636 |
Style - Large Value | 37.87% | 0.1557 | 2.2579 |
Factor - Value | 48% | 0.2054 | 2.1949 |
MSCI Pacific | 32.37% | 0.1579 | 1.8843 |
Style - Mid Growth | 42.45% | 0.2231 | 1.7769 |
Factor - Min Vol | 25.81% | 0.1332 | 1.7508 |
Style - Mid Core | 40.54% | 0.2201 | 1.7153 |
Index - NASDAQ | 37.03% | 0.2108 | 1.6281 |
Style - Large Growth | 33.58% | 0.1922 | 1.6101 |
Style - Small Growth | 41.76% | 0.2433 | 1.6018 |
Emerging Markets | 44.06% | 0.2575 | 1.6009 |
Style - Mid Value | 41.38% | 0.2458 | 1.5703 |
Style - Small Core | 42.19% | 0.2517 | 1.5646 |
Index - S&P 500 Index | 29.96% | 0.1812 | 1.5115 |
Style - Large Blend | 31.17% | 0.1900 | 1.5043 |
Style - Small Value | 43.19% | 0.2703 | 1.4936 |
Index - Russell 2k | 39.71% | 0.2506 | 1.4743 |
Bechmark (Wilshire 5k) | 30.41% | 0.1891 | 1.4718 |
Factor - Momentum | 34.93% | 0.2264 | 1.4252 |
Factor - High Dividend | 24.66% | 0.1653 | 1.3429 |
Factor - Dividend | 31.24% | 0.2226 | 1.2867 |
Developed Markets | 31.48% | 0.2333 | 1.2380 |
Sector - Real Estate | 42.94% | 0.3756 | 1.0682 |
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - Momentum | 22.4% | 0.1356 | 1.4734 |
Factor - Min Vol | 16.69% | 0.0992 | 1.4505 |
Factor - Quality | 17.32% | 0.1072 | 1.3994 |
Factor - Value | 19.25% | 0.1347 | 1.2547 |
Europe, Australia, Asia, Far East | 17.89% | 0.1292 | 1.2041 |
Factor - Size | 16.85% | 0.1213 | 1.1987 |
Factor - High Dividend | 13.2% | 0.1206 | 0.9093 |
Index - NASDAQ | 16.93% | 0.1779 | 0.8222 |
Total International Stock ETF | 11.96% | 0.1302 | 0.7491 |
Factor - Dividend | 13.61% | 0.1540 | 0.7381 |
Style - Large Blend | 13.89% | 0.1584 | 0.7346 |
Index - S&P 500 Index | 13.79% | 0.1580 | 0.7306 |
Style - Small Core | 17.82% | 0.2127 | 0.7282 |
Style - Small Value | 16.51% | 0.2034 | 0.6984 |
Style - Large Growth | 13.55% | 0.1646 | 0.6870 |
Sector - Real Estate | 15.13% | 0.2016 | 0.6376 |
Style - Mid Value | 14% | 0.1882 | 0.6242 |
Style - Large Value | 12.15% | 0.1658 | 0.5994 |
Style - Mid Core | 13.78% | 0.1929 | 0.5978 |
Bechmark (Wilshire 5k) | 11.78% | 0.1635 | 0.5854 |
Style - Mid Growth | 12.27% | 0.2068 | 0.4860 |
Style - Small Growth | 12.2% | 0.2161 | 0.4622 |
Index - Russell 2k | 12.5% | 0.2303 | 0.4463 |
Developed Markets | 4.83% | 0.2162 | 0.1277 |
Emerging Markets | 0.24% | 0.2355 | -0.0738 |
MSCI Pacific | -1.57% | 0.1268 | -0.2768 |
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - Min Vol | 11.53% | 0.1046 | 0.8915 |
Factor - Dividend | 11.34% | 0.1150 | 0.7950 |
Factor - Momentum | 12.87% | 0.1452 | 0.7328 |
Factor - Value | 11.76% | 0.1357 | 0.7042 |
Factor - High Dividend | 9.76% | 0.1100 | 0.6900 |
Index - NASDAQ | 12.59% | 0.1568 | 0.6608 |
Factor - Size | 10.04% | 0.1190 | 0.6608 |
Factor - Quality | 10.49% | 0.1274 | 0.6522 |
Style - Mid Value | 10.47% | 0.1325 | 0.6251 |
Style - Large Value | 9.66% | 0.1246 | 0.6013 |
Index - S&P 500 Index | 9.73% | 0.1269 | 0.5954 |
Style - Large Blend | 9.52% | 0.1296 | 0.5679 |
Style - Large Growth | 9.04% | 0.1370 | 0.5027 |
Style - Mid Core | 8.27% | 0.1401 | 0.4376 |
Bechmark (Wilshire 5k) | 7.05% | 0.1286 | 0.3840 |
Style - Small Value | 7.67% | 0.1447 | 0.3832 |
Style - Small Core | 8.01% | 0.1583 | 0.3712 |
Style - Mid Growth | 6.32% | 0.1454 | 0.2903 |
MSCI Pacific | 5.66% | 0.1435 | 0.2491 |
Sector - Real Estate | 5.51% | 0.1458 | 0.2352 |
Europe, Australia, Asia, Far East | 5.09% | 0.1422 | 0.2119 |
Developed Markets | 4.87% | 0.1419 | 0.1974 |
Total International Stock ETF | 4.79% | 0.1417 | 0.1920 |
Emerging Markets | 4.42% | 0.1872 | 0.1257 |
Style - Small Growth | 3.95% | 0.1574 | 0.1202 |
Index - Russell 2k | 3.68% | 0.1783 | 0.0916 |
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - High Dividend | 18.51% | 0.1229 | 1.3152 |
Sector - Real Estate | 22.46% | 0.1568 | 1.2784 |
Factor - Min Vol | 15.8% | 0.1241 | 1.0886 |
Factor - Dividend | 9.46% | 0.1156 | 0.6310 |
Index - S&P 500 Index | 8.93% | 0.1428 | 0.4749 |
Style - Small Core | 10.04% | 0.1714 | 0.4589 |
Factor - Size | 9.02% | 0.1532 | 0.4483 |
Style - Mid Core | 9.02% | 0.1599 | 0.4295 |
Style - Small Growth | 9.9% | 0.1945 | 0.3973 |
Style - Mid Growth | 10.35% | 0.2102 | 0.3886 |
Style - Large Blend | 7.44% | 0.1404 | 0.3787 |
Style - Large Value | 7.16% | 0.1388 | 0.3634 |
Factor - Quality | 8.06% | 0.1711 | 0.3462 |
Style - Small Value | 6.68% | 0.1513 | 0.3024 |
Factor - Momentum | 7.83% | 0.2157 | 0.2644 |
Index - Russell 2k | 6.12% | 0.2088 | 0.1928 |
Style - Large Growth | 5.3% | 0.1719 | 0.1872 |
Bechmark (Wilshire 5k) | 4.7% | 0.1708 | 0.1541 |
Emerging Markets | 5.04% | 0.2375 | 0.1249 |
Index - NASDAQ | 4.7% | 0.3167 | 0.0830 |
Style - Mid Value | 2.91% | 0.1449 | 0.0603 |
Factor - Value | -3.49% | 0.1645 | -0.3281 |
MSCI Pacific | -5.8% | 0.1441 | -0.5320 |
Developed Markets | -7.48% | 0.1520 | -0.6122 |
Total International Stock ETF | -8.05% | 0.1577 | -0.6258 |
Europe, Australia, Asia, Far East | -8.23% | 0.1554 | -0.6468 |
Return | Std Dev | Sharpe | |
---|---|---|---|
Style - Large Blend | 9.48% | 0.1694 | 0.4322 |
Style - Large Growth | 10.35% | 0.2094 | 0.3903 |
Factor - Dividend | 7.68% | 0.1429 | 0.3883 |
Style - Mid Value | 6.87% | 0.1626 | 0.2924 |
Emerging Markets | 7.66% | 0.1997 | 0.2768 |
Style - Large Value | 6.67% | 0.1656 | 0.2756 |
Style - Mid Core | 6.65% | 0.1932 | 0.2353 |
Factor - Min Vol | 5.19% | 0.1425 | 0.2182 |
Style - Small Growth | 6.44% | 0.2222 | 0.1950 |
Style - Mid Growth | 5.89% | 0.2109 | 0.1800 |
Europe, Australia, Asia, Far East | 4.65% | 0.1681 | 0.1536 |
Index - S&P 500 Index | 4.58% | 0.1714 | 0.1466 |
Factor - Quality | 4.96% | 0.1973 | 0.1463 |
Style - Small Value | 4.68% | 0.1886 | 0.1382 |
Developed Markets | 3.37% | 0.1686 | 0.0785 |
Style - Small Core | 2.44% | 0.2039 | 0.0206 |
Sector - Real Estate | 2.14% | 0.1928 | 0.0064 |
MSCI Pacific | 2.1% | 0.1515 | 0.0057 |
Bechmark (Wilshire 5k) | 1.51% | 0.1779 | -0.0281 |
Total International Stock ETF | 1.4% | 0.1637 | -0.0372 |
Factor - Momentum | 1.11% | 0.1763 | -0.0503 |
Factor - Size | 0.06% | 0.1944 | -0.0988 |
Index - Russell 2k | -0.95% | 0.2457 | -0.1184 |
Index - NASDAQ | -1.99% | 0.2843 | -0.1380 |
Factor - Value | -1.19% | 0.1911 | -0.1643 |
Factor - High Dividend | -1.06% | 0.1457 | -0.2070 |
The current stage of the business cycle is stage 6 which is a imminent recession.
**
Business Cycle Stage Best performers
Return | Std Dev | Sharpe | |
---|---|---|---|
Style - Large Growth | 10.35% | 0.2094 | 0.3903 |
Style - Large Blend | 9.48% | 0.1694 | 0.4322 |
Factor - Dividend | 7.68% | 0.1429 | 0.3883 |
Emerging Markets | 7.66% | 0.1997 | 0.2768 |
Style - Mid Value | 6.87% | 0.1626 | 0.2924 |
Annualized Metrics (Rf = 2.00%)
Avoid the following equity classes:
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - Size | 0.06% | 0.1944 | -0.0988 |
Index - Russell 2k | -0.95% | 0.2457 | -0.1184 |
Factor - High Dividend | -1.06% | 0.1457 | -0.2070 |
Factor - Value | -1.19% | 0.1911 | -0.1643 |
Index - NASDAQ | -1.99% | 0.2843 | -0.1380 |
Factor Expectations
By this point, you should know that economic factors play a vital role in estimating the future expectations of an asset. Each asset needs to be run through our machine learning regression model to assess what factors are essential and the future expectation for the help.
Current Factor Trends:
Trend | |
---|---|
Economic Growth (Gr) | |
Monetary Policy (Mp) | |
Credit - Investment Grade (Cr) | |
Credit - High Yield (Ch) | |
Inflation Expectations (Ie) | |
Real Rates (Rr) | |
Long-term Real Rates (Rl) | |
Currency (Cu) | |
Commodity (Cm) |
Factor investing diversifies the beta (smart beta) between the asset and the factor instead of focusing on the beta between the security and a benchmark. One can estimate what they think the risk premia will be over time and control factor-beta, and use the long-term history for the presumed risk of the factors. That is unacceptable to us; using long-term data might be okay if you are a pension fund with a horizon of 100 years, but we investors have a much shorter investment horizon.
So what we do differently is identify the factor's current trend to calculate the risk premia and expected return of a particular asset. Furthermore, we do not rely on beta alone for sensitivity. Still, we run our regression through a machine-learning algorithm to more accurately model the factor's sensitivity. While our approach is not that academic, it is practical for real-world decision-making and does not require a long history to compute.
Gr | Mp | Cr | Ch | Ie | Rr | Rl | Cu | Cm | |
---|---|---|---|---|---|---|---|---|---|
Benchmark (Wilshire 5k) | 0.2452 | 0.0644 | -0.1289 | -0.0187 | 0.1057 | 0.0266 | 0.0499 | -0.0025 | 0.0011 |
iShares:Core S&P 500 | 0.2333 | 0.0613 | -0.1263 | -0.0179 | 0.1014 | 0.0258 | 0.0484 | -0.0025 | 0.0011 |
Factor - Value | 0.3658 | 0.0423 | -0.1953 | -0.0427 | 0.1315 | 0.0063 | 0.035 | -0.0024 | 0.0017 |
Factor - Dividend | 0.2322 | 0.0534 | -0.1169 | -0.0209 | 0.0978 | 0.0294 | 0.0493 | -0.0046 | 0.001 |
Factor - High Dividend | 0.2778 | 0.022 | -0.1524 | -0.0308 | 0.0951 | 0.0036 | 0.0327 | -0.0035 | 0.0014 |
Factor - Quality | 0.3434 | 0.0218 | -0.1669 | -0.037 | 0.1032 | -0.0024 | 0.0222 | -0.0026 | 0.0013 |
Index - Russell 2k | 0.2912 | 0.0745 | -0.1395 | -0.0226 | 0.1233 | 0.0288 | 0.056 | -0.0028 | 0.0013 |
Index - NASDAQ | 0.2502 | 0.0729 | -0.1194 | -0.019 | 0.0952 | 0.0279 | 0.0502 | -0.0011 | 0.0009 |
Style - Large Value | 0.3513 | 0.0369 | -0.1878 | -0.0398 | 0.1231 | 0.0134 | 0.0477 | -0.0046 | 0.0017 |
Style - Large Blend | 0.2613 | 0.057 | -0.135 | -0.023 | 0.1058 | 0.0249 | 0.0452 | -0.0051 | 0.0012 |
Style - Large Growth | 0.265 | 0.0528 | -0.1312 | -0.0227 | 0.1019 | 0.0204 | 0.0395 | -0.0052 | 0.0012 |
Style - Mid Value | 0.2962 | 0.0724 | -0.1581 | -0.0265 | 0.1314 | 0.0299 | 0.0546 | -0.0066 | 0.0016 |
Style - Mid Core | 0.2688 | 0.0694 | -0.1437 | -0.0208 | 0.1193 | 0.0268 | 0.054 | -0.0032 | 0.0013 |
Style - Mid Growth | 0.3074 | 0.0726 | -0.1523 | -0.0264 | 0.1313 | 0.0234 | 0.0482 | -0.0073 | 0.0018 |
Style - Small Value | 0.3081 | 0.0662 | -0.1559 | -0.0274 | 0.1288 | 0.0308 | 0.0557 | -0.0059 | 0.0014 |
Style - Small Core | 0.2688 | 0.0683 | -0.1351 | -0.0211 | 0.1225 | 0.031 | 0.0575 | -0.003 | 0.0013 |
Style - Small Growth | 0.3146 | 0.0616 | -0.1482 | -0.027 | 0.1253 | 0.0234 | 0.046 | -0.0061 | 0.0015 |
Factor - Min Vol | 0.2671 | 0.0092 | -0.1402 | -0.0277 | 0.0741 | -0.0071 | 0.0132 | -0.0027 | 0.0009 |
Factor - Momentum | 0.3201 | 0.0323 | -0.1647 | -0.0342 | 0.0999 | 0.0031 | 0.0217 | -0.002 | 0.0013 |
Factor - Size | 0.3606 | 0.0283 | -0.1823 | -0.0396 | 0.1124 | -0.0078 | 0.0165 | -0.0029 | 0.0015 |
Developed Markets | 0.2948 | 0.0666 | -0.1543 | -0.0252 | 0.1362 | 0.0171 | 0.0457 | -0.0132 | 0.0021 |
Emerging Markets | 0.3446 | 0.0844 | -0.1624 | -0.0278 | 0.1407 | 0.0291 | 0.0537 | -0.01 | 0.0021 |
Europe, Australia, Asia, Far East | 0.3526 | 0.0266 | -0.1698 | -0.0381 | 0.1151 | -0.0094 | 0.0164 | -0.0079 | 0.0017 |
Total International Stock ETF | 0.3538 | 0.0248 | -0.167 | -0.0374 | 0.1164 | -0.0114 | 0.0137 | -0.0074 | 0.0018 |
MSCI Pacific | 0.3106 | 0.0171 | -0.138 | -0.0332 | 0.0943 | -0.0073 | 0.014 | -0.0046 | 0.0015 |
Sector - Real Estate | 0.2857 | 0.0497 | -0.1237 | -0.0222 | 0.1032 | 0.0249 | 0.0391 | -0.0064 | 0.0012 |
Gr | Mp | Cr | Ch | Ie | Rr | Rl | Cu | Cm | |
---|---|---|---|---|---|---|---|---|---|
Benchmark (Wilshire 5k) | 0.381 | 0.1 | 0.2 | 0.029 | 0.164 | 0.041 | 0.078 | 0.004 | 0.002 |
iShares:Core S&P 500 | 0.378 | 0.099 | 0.204 | 0.029 | 0.164 | 0.042 | 0.078 | 0.004 | 0.002 |
Factor - Value | 0.444 | 0.051 | 0.237 | 0.052 | 0.16 | 0.008 | 0.043 | 0.003 | 0.002 |
Factor - Dividend | 0.383 | 0.088 | 0.193 | 0.035 | 0.162 | 0.049 | 0.081 | 0.008 | 0.002 |
Factor - High Dividend | 0.449 | 0.036 | 0.246 | 0.05 | 0.154 | 0.006 | 0.053 | 0.006 | 0.002 |
Factor - Quality | 0.49 | 0.031 | 0.238 | 0.053 | 0.147 | 0.003 | 0.032 | 0.004 | 0.002 |
Index - Russell 2k | 0.394 | 0.101 | 0.189 | 0.031 | 0.167 | 0.039 | 0.076 | 0.004 | 0.002 |
Index - NASDAQ | 0.393 | 0.114 | 0.188 | 0.03 | 0.149 | 0.044 | 0.079 | 0.002 | 0.001 |
Style - Large Value | 0.436 | 0.046 | 0.233 | 0.049 | 0.153 | 0.017 | 0.059 | 0.006 | 0.002 |
Style - Large Blend | 0.397 | 0.087 | 0.205 | 0.035 | 0.161 | 0.038 | 0.069 | 0.008 | 0.002 |
Style - Large Growth | 0.414 | 0.083 | 0.205 | 0.035 | 0.159 | 0.032 | 0.062 | 0.008 | 0.002 |
Style - Mid Value | 0.381 | 0.093 | 0.203 | 0.034 | 0.169 | 0.038 | 0.07 | 0.008 | 0.002 |
Style - Mid Core | 0.38 | 0.098 | 0.203 | 0.029 | 0.169 | 0.038 | 0.076 | 0.005 | 0.002 |
Style - Mid Growth | 0.399 | 0.094 | 0.198 | 0.034 | 0.17 | 0.03 | 0.063 | 0.009 | 0.002 |
Style - Small Value | 0.395 | 0.085 | 0.2 | 0.035 | 0.165 | 0.039 | 0.071 | 0.008 | 0.002 |
Style - Small Core | 0.379 | 0.096 | 0.191 | 0.03 | 0.173 | 0.044 | 0.081 | 0.004 | 0.002 |
Style - Small Growth | 0.417 | 0.082 | 0.197 | 0.036 | 0.166 | 0.031 | 0.061 | 0.008 | 0.002 |
Factor - Min Vol | 0.493 | 0.017 | 0.259 | 0.051 | 0.137 | 0.013 | 0.024 | 0.005 | 0.002 |
Factor - Momentum | 0.471 | 0.048 | 0.242 | 0.05 | 0.147 | 0.005 | 0.032 | 0.003 | 0.002 |
Factor - Size | 0.48 | 0.038 | 0.242 | 0.053 | 0.149 | 0.01 | 0.022 | 0.004 | 0.002 |
Developed Markets | 0.39 | 0.088 | 0.204 | 0.033 | 0.18 | 0.023 | 0.061 | 0.017 | 0.003 |
Emerging Markets | 0.403 | 0.099 | 0.19 | 0.033 | 0.165 | 0.034 | 0.063 | 0.012 | 0.002 |
Europe, Australia, Asia, Far East | 0.478 | 0.036 | 0.23 | 0.052 | 0.156 | 0.013 | 0.022 | 0.011 | 0.002 |
Total International Stock ETF | 0.482 | 0.034 | 0.228 | 0.051 | 0.159 | 0.016 | 0.019 | 0.01 | 0.002 |
MSCI Pacific | 0.5 | 0.028 | 0.222 | 0.053 | 0.152 | 0.012 | 0.023 | 0.007 | 0.002 |
Sector - Real Estate | 0.435 | 0.076 | 0.189 | 0.034 | 0.157 | 0.038 | 0.06 | 0.01 | 0.002 |
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - Quality | 156.79% | 0.1189 | 12.7583 |
MSCI Pacific | 149.18% | 0.1459 | 9.8906 |
Developed Markets | 137.83% | 0.1588 | 8.3826 |
Europe, Australia, Asia, Far East | 109.33% | 0.1296 | 8.1199 |
Total International Stock ETF | 107.21% | 0.1336 | 7.7205 |
Factor - Size | 101.31% | 0.1457 | 6.6792 |
Factor - Momentum | 91.77% | 0.1344 | 6.5462 |
Index - NASDAQ | 78.66% | 0.1580 | 4.7556 |
Style - Large Growth | 59.53% | 0.1303 | 4.3269 |
Style - Mid Growth | 60.33% | 0.1490 | 3.8378 |
Emerging Markets | 81.79% | 0.2081 | 3.7578 |
Style - Small Growth | 58.57% | 0.1592 | 3.4833 |
Style - Mid Core | 53.99% | 0.1489 | 3.4215 |
Factor - Min Vol | 33.99% | 0.0973 | 3.2204 |
Style - Large Blend | 43.99% | 0.1347 | 3.0550 |
Index - Russell 2k | 50.72% | 0.1620 | 2.9471 |
Index - S&P 500 Index | 42.55% | 0.1349 | 2.9461 |
Benchmark (Wilshire 5k) | 40.61% | 0.1304 | 2.9006 |
Style - Small Core | 45.99% | 0.1540 | 2.7982 |
Style - Small Value | 42.09% | 0.1612 | 2.4367 |
Style - Mid Value | 34.68% | 0.1456 | 2.1997 |
Factor - Value | 17.06% | 0.0959 | 1.7301 |
Style - Large Value | 20.89% | 0.1205 | 1.5357 |
Factor - Dividend | 10.73% | 0.1569 | 0.5446 |
Sector - Real Estate | -5.69% | 0.2506 | -0.3015 |
Factor - High Dividend | -44.61% | 0.1386 | -3.2986 |
Factor Analysis Best performers
Return | Std Dev | Sharpe | |
---|---|---|---|
Factor - Quality | 156.79% | 0.1189 | 12.7583 |
MSCI Pacific | 149.18% | 0.1459 | 9.8906 |
Developed Markets | 137.83% | 0.1588 | 8.3826 |
Europe, Australia, Asia, Far East | 109.33% | 0.1296 | 8.1199 |
Total International Stock ETF | 107.21% | 0.1336 | 7.7205 |
Avoid the following equity classes:
Return | Std Dev | Sharpe | |
---|---|---|---|
Style - Large Value | 0.2089% | 0.1205 | 1.5357 |
Factor - Value | 0.1706% | 0.0959 | 1.7301 |
Factor - Dividend | 0.1073% | 0.1569 | 0.5446 |
Sector - Real Estate | -0.0569% | 0.2506 | -0.3015 |
Factor - High Dividend | -0.4461% | 0.1386 | -3.2986 |
Relative Stregnth Analysis
Relative strength is a strategy used in momentum investing and identifying value stocks. It focuses on investing in stocks or other investments that have performed well close to the market or relevant benchmark. We use relative strength to confirm our assumptions about our expectations. We should see out performance compared to the benchmark and peers if our assumptions are correct.
Rotation Analysis
A rotation chart can help identify the momentum of a trend. The top-left quadrant is a developing trend, just starting to unfold. The top-right quadrant is a developed trend. A weakening trend is in the bottom-right. And the last quadrant, the bottom-left, is a downtrend.
Relative Rotation, to the market
Rotation Chart
Trend Anlaysis
Trend following is a trading style that attempts to capture gains by analyzing an asset’s momentum in a particular direction. When the price moves in one overall direction, such as up or down, that is called a trend.
Trend traders enter into a long position when security is trending upward. An uptrend is characterized by higher swing lows and higher swing highs. Likewise, trend traders may opt to enter a short position when an asset is trending lower. Or, in our case, managing long-only, chose to avoid securities that are trending down. A downtrend is characterized by lower swing lows and lower swing highs.
Having predefined rules on what is and isn’t a trend also provides us with a method for controlling risk. We know at what price we would not consider being invested in a position. Following our trend system, we always know when we should cut our losses.
Trend Table & Rolling Performance
Trend | Efficiency Ratio | One Month | Three Month | Six Month | One Year | Drawdown | |
---|---|---|---|---|---|---|---|
Europe, Australia, Asia, Far East | -0.17 | 0.31 | 3.52 | 20.16 | 9.09 | -0.98 | |
Index - NASDAQ | 0.25 | 3.85 | 10.48 | 25.1 | 13.73 | -0.99 | |
Developed Markets | -0.17 | -0.04 | 2.21 | 17.14 | 6.5 | -1.11 | |
Factor - Quality | 0 | 0.42 | 2.72 | 14.13 | 7.97 | -1.13 | |
Total International Stock ETF | -0.13 | -0.51 | 1.65 | 15.65 | 5.16 | -1.35 | |
MSCI Pacific | 0.07 | 1.48 | 1.05 | 15.37 | 4.62 | -1.45 | |
Style - Large Growth | 0.22 | 3.25 | 8.1 | 21.89 | 12.31 | -3.8 | |
Index - S&P 500 Index | 0 | 0.3 | 1.72 | 10.37 | 5.96 | -3.92 | |
Style - Large Blend | 0.01 | 0.35 | 1.83 | 10.41 | 5.85 | -4.23 | |
Style - Large Value | -0.12 | -0.81 | -1.56 | 7.05 | 5.82 | -4.92 | |
Factor - Min Vol | -0.17 | -1.5 | 0.26 | 4.44 | 3.89 | -5.22 | |
Factor - Dividend | -0.25 | -2.24 | -5.22 | -0.49 | -0.92 | -8.48 | |
Index - Russell 2k | -0.03 | -0.75 | -3.43 | 3.74 | 8.17 | -8.99 | |
Factor - Size | -0.15 | -1.99 | -5.52 | 3.89 | -0.1 | -9.03 | |
Factor - Momentum | -0.22 | -2.81 | -3.63 | -4.34 | 1.62 | -9.06 | |
Style - Mid Growth | -0.08 | -2.17 | -3.42 | 7.82 | 5.96 | -9.14 | |
Emerging Markets | -0.08 | -1.83 | -2.56 | 8.18 | -2.9 | -9.41 | |
Style - Small Growth | -0.03 | -0.84 | -3.14 | 7.27 | 5.77 | -9.52 | |
Style - Mid Core | -0.16 | -1.87 | -6.8 | 2.24 | 2.62 | -10.16 | |
Factor - High Dividend | 0 | -5.54 | -6.13 | -3.92 | -6.83 | -10.47 | |
Style - Mid Value | -0.27 | -2.79 | -8.7 | -1.89 | -5.2 | -11.18 | |
Style - Small Value | -0.17 | -2.25 | -9.88 | -2.52 | -3.13 | -13.2 | |
Style - Small Core | -0.12 | -2.15 | -9.49 | -2.23 | -3.27 | -13.34 | |
Factor - Value | -0.27 | -4.75 | -8.48 | -2.97 | -8.76 | -13.64 | |
Sector - Real Estate | -0.24 | -2.36 | -10.05 | -0.91 | -14.51 | -20.95 |
Summary
To build a tactical portfolio, we need to understand and set expectations. We start with our macro and factor models. We then need to confirm our assumptions with a relative strength analysis. Finally, we want the ability to control the downside risk when things do not go as expected. We use a trend analysis that sets the point that we will exit no matter what.
E(r) Business Clycle | E(r) Factor | Relative Rotation | Absolute Rotation | Trend | Efficiency | Drawdown | |
---|---|---|---|---|---|---|---|
Europe, Australia, Asia, Far East | -0.98 | ||||||
Index - NASDAQ | -0.99 | ||||||
Developed Markets | -1.11 | ||||||
Factor - Quality | -1.13 | ||||||
Total International Stock ETF | -1.35 | ||||||
MSCI Pacific | -1.45 | ||||||
Style - Large Growth | -3.8 | ||||||
Index - S&P 500 Index | -3.92 | ||||||
Style - Large Blend | -4.23 | ||||||
Style - Large Value | -4.92 | ||||||
Factor - Min Vol | -5.22 | ||||||
Factor - Dividend | -8.48 | ||||||
Index - Russell 2k | -8.99 | ||||||
Factor - Size | -9.03 | ||||||
Factor - Momentum | -9.06 | ||||||
Style - Mid Growth | -9.14 | ||||||
Emerging Markets | -9.41 | ||||||
Style - Small Growth | -9.52 | ||||||
Style - Mid Core | -10.16 | ||||||
Factor - High Dividend | -10.47 | ||||||
Style - Mid Value | -11.18 | ||||||
Style - Small Value | -13.2 | ||||||
Style - Small Core | -13.34 | ||||||
Factor - Value | -13.64 | ||||||
Sector - Real Estate | -20.95 |